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    "# 百度API开放平台\n",
    "通用物体和场景识别\n",
    "·接口描述\n",
    "该请求用于通用物体及场景识别，即对于输入的一张图片（可正常解码，且长宽比适宜），输出图片中的多个物体及场景标签。\n",
    "\n",
    "·请求示例\n",
    "HTTP 方法：POST\n",
    "\n",
    "·请求URL\n",
    "https://aip.baidubce.com/rest/2.0/image-classify/v2/advanced_general"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "29d08593",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'refresh_token': '25.75a8184e8aaf464ccb006a77089be243.315360000.1972013312.282335-25869387', 'expires_in': 2592000, 'session_key': '9mzdWu3KEhvWZRGrGWAknmrk0/yaOpC6s0UKiq6nb0swE4tDVQydnjJyzHsPoJbMsovQMbdakj8njPnTxkd+fS82PMWeGQ==', 'access_token': '24.a145eae4c10c8d74bc38dc93eacf979f.2592000.1659245312.282335-25869387', 'scope': 'public vis-classify_dishes vis-classify_car brain_all_scope vis-classify_animal vis-classify_plant brain_object_detect brain_realtime_logo brain_dish_detect brain_car_detect brain_animal_classify brain_plant_classify brain_ingredient brain_advanced_general_classify brain_custom_dish brain_poi_recognize brain_vehicle_detect brain_redwine brain_currency brain_vehicle_damage brain_multi_ object_detect wise_adapt lebo_resource_base lightservice_public hetu_basic lightcms_map_poi kaidian_kaidian ApsMisTest_Test权限 vis-classify_flower lpq_开放 cop_helloScope ApsMis_fangdi_permission smartapp_snsapi_base smartapp_mapp_dev_manage iop_autocar oauth_tp_app smartapp_smart_game_openapi oauth_sessionkey smartapp_swanid_verify smartapp_opensource_openapi smartapp_opensource_recapi fake_face_detect_开放Scope vis-ocr_虚拟人物助理 idl-video_虚拟人物助理 smartapp_component smartapp_search_plugin avatar_video_test b2b_tp_openapi b2b_tp_openapi_online smartapp_gov_aladin_to_xcx', 'session_secret': '3e999bb1b4211d3144fe605ce1f03e94'}\n"
     ]
    }
   ],
   "source": [
    "# encoding:utf-8\n",
    "import requests \n",
    "\n",
    "# client_id 为官网获取的AK， client_secret 为官网获取的SK\n",
    "host = 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=【官网获取的AK】&client_secret=【官网获取的SK】'\n",
    "payload = {\n",
    "    'grant_type':'client_credentials',\n",
    "    'client_id':'SWs6D7lU9BedBXe4NOIjvVm4',\n",
    "    'client_secret':'5hTCdGttEXMHo1yAg46qonsbpztnQBNs'\n",
    "}\n",
    "response = requests.get(host,params=payload)\n",
    "if response:\n",
    "    print(response.json())\n",
    "    access_token = response.json()['access_token']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "fd543ac2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'result_num': 1, 'result': [{'name': '非菜', 'probability': '0.999528', 'has_calorie': False}], 'log_id': 1542742266284233316}\n"
     ]
    }
   ],
   "source": [
    "# encoding:utf-8\n",
    "\n",
    "import requests\n",
    "import base64\n",
    "\n",
    "'''\n",
    "通用物体识别\n",
    "'''\n",
    "\n",
    "request_url = \"https://aip.baidubce.com/rest/2.0/image-classify/v2/dish\"\n",
    "# 二进制方式打开图片文件\n",
    "f = open('xihu.jpeg', 'rb')\n",
    "img = base64.b64encode(f.read())\n",
    "\n",
    "params = {\"image\":img,\"top_num\":5}\n",
    "access_token = '24.5fa14d48d83184ca95b977fd5f245964.2592000.1659067532.282335-25869387'\n",
    "request_url = request_url + \"?access_token=\" + access_token\n",
    "headers = {'content-type': 'application/x-www-form-urlencoded'}\n",
    "response = requests.post(request_url, data=params, headers=headers)\n",
    "if response:\n",
    "    print (response.json())\n",
    "    \n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "98b9ef18",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'result_num': 5, 'result': [{'name': '沙拉', 'calorie': '724', 'probability': '0.435465', 'has_calorie': True}, {'name': '水果沙拉', 'calorie': '136', 'probability': '0.271048', 'has_calorie': True}, {'name': '蔬菜沙拉', 'calorie': '39', 'probability': '0.15487', 'has_calorie': True}, {'name': '海鲜沙拉', 'calorie': '97', 'probability': '0.0526462', 'has_calorie': True}, {'name': '牛油果沙拉', 'calorie': '884', 'probability': '0.025721', 'has_calorie': True}], 'log_id': 1542741905823785829}\n"
     ]
    }
   ],
   "source": [
    "# encoding:utf-8\n",
    "\n",
    "import requests\n",
    "import base64\n",
    "\n",
    "'''\n",
    "菜品识别\n",
    "'''\n",
    "\n",
    "request_url = \"https://aip.baidubce.com/rest/2.0/image-classify/v2/dish\"\n",
    "# 二进制方式打开图片文件\n",
    "f = open('cai.png', 'rb')\n",
    "img = base64.b64encode(f.read())\n",
    "\n",
    "params = {\"image\":img,\"top_num\":5}\n",
    "access_token = '24.5fa14d48d83184ca95b977fd5f245964.2592000.1659067532.282335-25869387'\n",
    "request_url = request_url + \"?access_token=\" + access_token\n",
    "headers = {'content-type': 'application/x-www-form-urlencoded'}\n",
    "response = requests.post(request_url, data=params, headers=headers)\n",
    "if response:\n",
    "    print (response.json())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e72808cb",
   "metadata": {},
   "outputs": [],
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